Table 6.
Performance Results of 400 Kinship Predictions. The first two rows approximates and summarizes the results obtained in the iDASH 2023 Competition. The third row includes the linear regression solution, which was not submitted to the competition. The fourth row presents an estimate of the naïve solution
Approach | Database encryption | Latency | Throughput | Inferences | auROC | Score |
---|---|---|---|---|---|---|
“Unsupervised method” section | 8.22 s | 14.44 s | 27.7 q/s | 400 | 0.96 | 0.923 |
“Clustering-based supervised method” section | 5.73 s | 13.36 s | 29.9 q/s | 2000 | 1.0 | 0.956 |
“Linear regression method” section | 5.73 s | 11.63 s | 34 q/s | 400 | 1.0 | 0.962 |
Naïve | > 5 min | > 10 min | <1 q/m | >800400 | 1.0 | < 0.135 |
Disclaimer: Performance varies by use, configuration and other factors. Learn more at www.Intel.com/PerformanceIndex